The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 10, 2024
Filed:
Sep. 15, 2022
Applicant:
Snap Inc., Santa Monica, CA (US);
Inventors:
Vitor Rocha de Carvalho, San Diego, CA (US);
Leonardo Ribas Machado das Neves, Marina Del Rey, CA (US);
Seungwhan Moon, Bellevue, WA (US);
Assignee:
Snap Inc., Santa Monica, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 18/25 (2023.01); G06F 18/21 (2023.01); G06F 18/22 (2023.01); G06N 3/08 (2023.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06F 18/256 (2023.01); G06F 18/217 (2023.01); G06F 18/22 (2023.01); G06N 3/08 (2013.01); G06V 30/10 (2022.01);
Abstract
A machine learning based system can identify an entity as the likely subject of a multimodal message (e.g., a social media post having a short text phrase overlaid on an image) by creating embeddings for an image of the multimodal message and one or more string embeddings from text of the multimodal message. The embeddings can be weighted to maximize information gain, then recombined and compared against a result embedding database to identify an entity as the subject of the multimodal message.